Brainstorm word cloud
Terms mined today from the brief, current gallery submissions, past winning projects in related Devpost hackathons and the discussion board. Bigger = more frequent (brief and winners weigh more). Click a word to see winning projects that mention it.
AI · idea · safety · language · industry · autonomous · discover · assistant · robot · agent · students · real-world · complex · ai-powered · never · sales · smart · multilingual · data · intelligent · gaming · platform · play · friends · generator · upload · track · generate · fully · forensic · adversarial · architecture · findings · stop · check · skills · ones · cooking · meals · safely
Past winners in related hackathons
Winner-badged projects from ended Devpost hackathons that share a theme with this one. Read a few before you pick an idea.
- Seed of Light Project — A full tabletop gaming platform to play with friends across the world! (MuleHacks2026)
- JiveGenie — JiveGenie: the choreography generator that transforms any song clips into TikTok-ready choreography. Simply upload your favorite track, and let JiveGenie generate cool dances to make you go viral! (2024 TikTok TechJam)
- Mulder — A fully autonomous forensic investigator with 140+ typed tools, quality-gated phases, adversarial self-review, and an architecture that makes hallucinated findings nearly impossible. (FIND EVIL!)
- FlipFloppers GPU Kernel Optimization w Agentic Research Loop — Achieved 1.9x to 31.7x Performance Increase, with 7.7x Geomean on a single-node RTX 4090 with Ada Lovelace Architecture! (TikTok TechJam 2026)
- Tether — Tether is a night-out safety app that turns passive location sharing into proactive alerts, connecting friends and sober guardians when users need help most. Leave Tethered, Return Together! (UIUC Product Hackathon - Hack to the Future)
- ResumeFit — Most AI resume tools stop at feedback. ResumeFit closes the loop. Upload a resume, Gemma runs a health check, ranks you against hundreds of real SWE internships with a fit score and matched skills. (305 SummerCodex Edition July 2026)
- Payout — Discover brands that owe you money through class action settlements. Find the ones you qualify for and get paid what's rightfully yours. The easiest way to make money online with no proof required* (RevenueCat Shipaton 2025)
- SafeServe — Cooking meals safely through imitation learning and LTL-based verification. (Revolute Hackathon)
- RoboChef: GPT-OSS Powered Kitchen Assistant — Ask for a dish, get it done. Our GPT-OSS kitchen assistant turns natural language into robot actions, orchestrating Isaac GR00T with a live UI that tracks progress and next steps. (OpenAI Open Model Hackathon)
- Gauntlet - Go safe or go home — GAUNTLET sends adversarial AI's to attack your AI service agent with multi-turn fraud. Every breach becomes a regression test in Test Manager, OWASP-tagged and AVSS-scored. Native to UiPath. (UiPath AgentHack)
- Solar Sync — Eco-conscious mobility: Empowering you to drive greener. (Girls in Tech : Hack for the Environment)
- LinkUp — LinkUp helps students find teammates and mentors, bring their ideas to life, and turn what they build into a LinkedIn profile when their old enough to share their projects. (MuleHacks2026)
Judging criteria
Criteria as listed on the official page; weights are not stated there, so they are drawn equal. source ↗
Timeline
Submission period (from Devpost): Sep 22 - Oct 15, 2026. Deadline: Deadline: Oct 15, 2026 @ 3:30pm IST.
How a beginner can ship
- Read the rules page
Check eligibility, team rules and what must be submitted.
- Pick one idea from the word cloud
Choose one problem and one user; cut everything else.
- Build the smallest working version
One flow that works end to end beats five half features.
- Record the demo early
Most Devpost judging leans on the video and description.
Discussion 0
No discussion yet. Ask the first question or post a team-up for this competition.
Sign-in opens soon. Until then the forum is read-only.
Same account as pocketplay.win (Google or username). Posting needs a Google-linked account.